Rewriting a reading passage, preparing another vocabulary exercise, and formatting a rubric can take time away from the parts of teaching that need your attention most.
AI can help with some of that repetitive work. But generating a draft quickly is not the same as finishing your preparation.
The useful question is:
This guide focuses on specific features and repeatable workflows — not promises that every teacher will save the same number of hours.
What the Research Actually Says
In a 2025 Gallup–Walton Family Foundation survey of U.S. public K–12 teachers, respondents who used AI at least weekly estimated that it saved them an average of 5.9 hours per week across work tasks. These were teachers’ estimates, not stopwatch measurements of particular products. See the Gallup report.
The finding does not establish that ESL teachers will save more, that every user will achieve the average, or that a particular combination of apps produces a guaranteed result.
Your savings depend on the task, your existing materials, and how much checking the output requires.
Start With One Repeated Task
Before adding another tool, identify what you repeatedly prepare from scratch.
| Repeated task | Feature to try | What still needs your review |
|---|---|---|
| Drafting a model dialogue | Twee: Create a Dialogue on Any Topic | Language, context, and learner suitability |
| Turning a text into an exercise | Twee: Fill in the Gap | Gap selection, instructions, and answers |
| Adapting a reading | Diffit: text adaptation and scaffolds | Meaning, language difficulty, and shared objective |
| Writing assessment criteria | MagicSchool: Rubric Generator | Observable criteria and fair expectations |
| Checking written materials | Grammarly: Grammar Checker | Intended meaning and teaching purpose |
Choose one row first. You do not need all four platforms to improve your preparation routine.
1. Twee: Reuse One Reviewed Text
Twee can help you build related materials around a shared piece of language instead of drafting each activity separately.
Create the Model
Use Create a Dialogue on Any Topic to draft an exchange tied to your learning objective.
For a beginning adult class, provide requirements such as:
Review the dialogue before generating more exercises. Remove unfamiliar language that does not serve the lesson.
Create Practice From the Reviewed Version
Paste the approved text into Fill in the Gap and select the words you want students to practise.
Then check:
- Are the gaps testing the intended language?
- Is there enough context to answer?
- Could more than one answer be correct?
- Does the answer key match the final text?
Finish with a pair task in which students change the order or prices.
The possible saving comes from reusing one reviewed text — not from generating a large collection of unrelated activities.
Check Twee’s current plans for feature access.
2. Diffit: Adapt the Reading, Keep the Goal
If you repeatedly rewrite passages for learners with different reading needs, explore Diffit’s text adaptation and differentiation features.
Example: One Reading About Transport
Choose a short source text you are permitted to adapt. Keep a shared final question:
Which form of transport would you choose for this journey, and why?
Create and review an adapted version for learners who need shorter sentences or vocabulary support. Prepare another version only if the class genuinely needs it.
Compare the materials before distributing them:
- Confirm that important facts remain consistent.
- Check whether simplification changed the meaning.
- Review vocabulary explanations and questions.
- Make sure every learner has enough information for the shared task.
- Use neutral version labels and distribute discreetly.
Reading-level settings are not exact equivalents of a learner’s overall CEFR proficiency.
Sometimes a vocabulary box or sentence frame is enough. Creating several passages when one supported passage would work adds preparation rather than reducing it.
For the full classroom workflow, see How to Use Diffit for Mixed-Level ESL Classes.
Check Diffit’s current plans.
3. MagicSchool: Draft a Rubric You Can Reuse
A rubric takes time because the criteria need to describe what students can actually demonstrate.
MagicSchool’s Rubric Generator creates an editable starting point from assignment details and learning objectives.
Example: A Short Speaking Presentation
Provide the task and your intended criteria:
Review the descriptors carefully.
Replace vague phrases such as “excellent speaking” with something observable, such as:
Gives the required information in an order the listener can follow.
Then apply the rubric to a sample response. Are the distinctions understandable? Does it reward what you actually taught?
Save the reviewed version for similar assignments. Next time, adjust only the task-specific criteria.
The saving is in drafting and reuse. The tool does not replace your assessment decisions or justify automatic grading.
See MagicSchool’s current plans.
4. Grammarly: Check Your Materials Without Reworking Everything
Use Grammarly’s Grammar Checker as a final language check for instructions, notices, and other written materials.
Example: Reviewing a Worksheet
- Finish the activity and answer key.
- Review grammar, spelling, and punctuation suggestions.
- Accept changes that improve accuracy.
- Reject rewrites that make the language unnecessarily difficult.
- Check the worksheet again after editing.
Take particular care with exercises containing deliberate errors. A grammar checker may correct the very sentence students are supposed to edit.
Keep those items separate from ordinary proofreading, and preserve the intended answers.
Grammarly does not verify lesson objectives, factual accuracy, or whether a question has a valid answer. Its role here is narrower: helping you catch language issues in your own materials.
Check Grammarly’s current plans.
Why Pronunciation Apps Are Not Counted as Prep-Time Savings
A pronunciation app may give students more opportunities to practise independently. That is different from reducing a teacher’s preparation time.
Assigning app practice does not automatically remove the need to select activities, explain feedback, monitor access, or listen to students.
Do not count student practice minutes as teacher hours saved.
If pronunciation practice is your goal, see our ELSA Speak classroom review. Evaluate it for learning value separately from preparation efficiency.
Measure the Whole Task
To find out whether a tool helps, compare similar tasks completed to the same standard. Record:
- Your usual preparation time
- Time spent entering instructions or setting up the activity
- Time spent checking and correcting the output
- Time spent formatting, exporting, or troubleshooting
- Whether the result was usable in class
Include initial setup time separately so it does not disappear from the comparison.
For illustration only: if a task normally takes 40 minutes and the AI-assisted version takes 10 minutes to generate and 15 minutes to review and format, the saving is 15 minutes — not 30.
Do not add overlapping estimates. If two tools helped prepare the same worksheet, count the worksheet’s total saving once.
Build a Reusable Preparation Routine
A manageable routine is:
- Choose the lesson objective.
- Reuse an existing resource when it already fits.
- Generate only the missing component.
- Review the content and answers.
- Prepare the final student version.
- Save the approved material with a short note after teaching.
Organise saved resources by learning objective and language target, not only by the tool that created them.
A useful note might be:
Worked well with adult beginners. Shorten the instructions next time. Keep the clarification question.
That record can be more valuable than another fresh draft.
When AI Adds More Work
Stop and reconsider if you repeatedly need to:
- Rewrite most of the output
- Correct invented facts or explanations
- Fix complicated formatting
- Move material between several platforms
- Troubleshoot student access
- Review more activities than you will use
An existing textbook activity or a simple teacher-made task may be the more efficient choice.
Use only school-approved systems for sensitive information. Do not upload identifiable student records simply to reduce administrative work.
Final Thoughts
AI can reduce repetitive preparation when it helps you produce a useful draft, adapt an existing resource, or reuse a structure you have already checked.
Start with one recurring task and measure the complete process. Keep the tool if it reduces work without lowering quality.
The goal is not to generate more materials. It is to prepare what your students need with less unnecessary work — and more time left for teaching and life beyond it.